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BayesSearchCV + more tunability #26

@mikeDTI

Description

@mikeDTI

Please make sure that this is a feature request.

System information:

  • GenoML Version: 2.x
  • GenoML Installed from (source or binary): binary
  • Are you willing to contribute to this request? (Yes/No): Yes, I think this one is on me.

Describe Current Behavior/State and Recommended Feature Request:
We do random grid for tuning. Update tuning parameter options plus operate on BayesSearchCV.
Will this change the current API? How?
No, this will be "under the hood".
Who Will Benefit from this Feature?
Everyone, random grid search is from my own laziness (legacy code).
Any Additional Information?
BayesSearchCV is generally better and faster so we can add more tunability.

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enhancementNew feature or requestlarge feature requestAdding this feature will require some time/code/restructuring and might change internal computation

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